Upf) ddlmZmZmZmZm Z m Z ddl mZddlmZmZmZmZmZmZmZmZmZmZgdZdZdZdd Zd e ejjejjejjejjfd ejjfd Z d e ejjejjee ejjejjejjffd e eejjejjffd Z!de ejjejjfd e ejjejj"eejj"ffdZ#ejjejjejjfZ$e e$Z%e e%ee%fZ&e e'efZ(e eeefZ)e e(e)fZ*ee ee'fZ+ee ee+fZ,ee ee-fZ.ee ee.fZ/e ee e(e)fee)fZ0ee e*ee*fZ1de e1efd eee)e ee'efee-ffdZ2de0d eeee eeefeffdZ3de e4eefd e4fdZ5de ee4efd ee4fdZ6dee ee+fd efdZ7dee eee ee+ffd efdZ8dS))ListOptionalSequenceTupleTypeUnion)_mlir) ArrayAttr AttributeBoolAttrDenseI64ArrayAttr IntegerAttr IntegerTypeOpView Operation ShapedTypeValue)equally_sized_accessorget_default_loc_contextget_op_result_or_valueget_op_results_or_valuesget_op_result_or_op_resultssegmented_accessorctj|tfdt |D}||z}|||S)a Returns a slice of elements corresponding to the idx-th segment. elements: a sliceable container (operands or results). raw_segments: an mlir.ir.Attribute, of DenseI32Array subclass containing sizes of the segments. idx: index of the segment. c3(K|] }|V dSN).0isegmentss `/var/www/html/nettyfy-visnx/env/lib/python3.11/site-packages/jaxlib/mlir/dialects/_ods_common.py z%segmented_accessor..0s'00 000000)_cextirDenseI32ArrayAttrsumrange)elements raw_segmentsidxstartendr!s @r"rr&s_x)),77H 0000U3ZZ000 0 0E (3- C E#I r$cdt||z dz}||zdksJ||z}|||zz}||fS)a Returns a starting position and a number of elements per variadic group assuming equally-sized groups and the given numbers of preceding groups. elements: a sequential container. n_variadic: the number of variadic groups in the container. n_preceding_simple: the number of non-variadic groups preceding the current group. n_preceding_variadic: the number of variadic groups preceding the current group. r)len)r* n_variadicn_preceding_simplen_preceding_variadictotal_variadic_lengthelements_per_groupr-s r"rr5sX MMJ6: : - 2 2 2 2.*< !58J!J JE $ $$r$NcJ|tjjjjS|jS)z Returns a context in which the defaulted location is created. If the location is None, takes the current location from the stack, raises ValueError if there is no location on the stack. )r%r&Locationcurrentcontext)locations r"rrMs$ x (00  r$argreturnc8t|tjjr |jjSt|tjjr|jSt|tjjr|dSt|tjjsJ|S)a5Returns the given value or the single result of the given op. This is useful to implement op constructors so that they can take other ops as arguments instead of requiring the caller to extract results for every op. Raises ValueError if provided with an op that doesn't have a single result. r) isinstancer%r&r operationresultr OpResultListrr<s r"rrYs#ux''}## C+ , ,z C. / /1v #ux~..... r$ct|tjjr |jjSt|tjjr|jSd|DS)zReturns the given sequence of values or the results of the given op. This is useful to implement op constructors so that they can take other ops as lists of arguments instead of requiring the caller to extract results for every op. c,g|]}t|Sr)r)relements r" z,get_op_results_or_values..s!CCCG&w//CCCr$)r?r%r&rr@resultsrrCs r"rrosZ#ux''D}$$ C+ , ,D{CCsCCCCr$opct|tjjr|j}t |jdkrtt|n(t |jdkrt|n|S)Nr0r) r?r%r&rr@r1rHlistrr)rIs r"rrs|"eho&& \ rz??Q   %b ) )*** rz??Q  $B ' ' '  r$indicescrgtjgt|zdgt|z}t|tr d|D}fd}t |D]A\}}|||s0d||<t|dksJ|||d}|sJB|fS)aDispatches a list of indices to the appropriate form. This is similar to the custom `DynamicIndexList` directive upstream: provided indices may be in the form of dynamic SSA values or static values, and they may be scalable (i.e., as a singleton list) or not. This function dispatches each index into its respective form. It also extracts the SSA values and static indices from various similar structures, respectively. Fcg|]}|Srr)rr,s r"rGz0_dispatch_dynamic_index_list..s***33***r$ct|tr||<nZt|tr |j|<n:t|tt t fr|ndSdS)zProcesses any form of non-scalable index. Returns False if the given index was scalable and thus remains unprocessed; True otherwise. FT)r?intrvaluerrrappend)r indexdynamic_indicesstatic_indicess r"process_nonscalable_indexz?_dispatch_dynamic_index_list..process_nonscalable_indexs eS ! !  %N1   { + +  % N1    5&9 : :   " "5 ) ) ) )5tr$Tr0r)rget_dynamic_sizer1r?r enumerate)rLscalable_indicesrVr rSretrTrUs @@r"_dispatch_dynamic_index_listr[sO 1334s7||CNwW-'9%%+**'***"g&&5((E22 #' Q u::????++AuQx88CJJJ N,< <.s! M M M )! , , M M Mr$r)ris r"rgrgs N M6L M M MMr$cd|dSt|}tjd|DS)Nc\g|])}tjtjd|*S)@)rr^r get_signlessrls r"rGz'_get_int_array_attr..s/JJJa1"55q 9 9JJJr$rgr r^r\s r"_get_int_array_attrrtsD~tV $ $F =JJ6JJJ  r$c|dSt|}d|D}d|D}tj|S)aCreates an ArrayAttr of ArrayAttrs of IntegerAttrs. The input has to be a collection of a collection of integers, where any Python _Sequence and ArrayAttr are admissible collections and Python ints and any IntegerAttr are admissible integers. Both levels of collections are turned into ArrayAttr; the inner level is turned into IntegerAttrs of i64s. If the input is None, an empty ArrayAttr is returned. Nc,g|]}t|Sr)rgrnesteds r"rGz-_get_int_array_array_attr..'s ; ; ;&of%% ; ; ;r$c,g|]}t|Sr)rtrws r"rGz-_get_int_array_array_attr..*s! ? ? ?f!&)) ? ? ?r$rrrss r"_get_int_array_array_attrrzsZ~tV $ $F< ;F ; ; ;F@ ? ? ? ?F =  r$r)9typingr_Listr _Optionalr _Sequencer_Tupler_Typer_Union _mlir_libsr r%r&r r r rrrrrrr__all__rrrrBrrOpResultrResultValueTypeTuple ResultValueTVariadicResultValueTrP StaticIntLike ValueLikeMixedInt IntOrAttrListOptionalIntListboolBoolOrAttrListOptionalBoolList MixedValuesDynamicIndexListr[rcanyrhrgrtrzrr$r"rs ('''''                              %%%0      +UX^UX=RR  X^ ,D   &%(*?YvmY&>?@)YVW VHi.A$ABC-= $i/ 0-= E) fU3Z%:;U4[ HI-=-=-=-=t: : E%L&E6!9:9#<=Ns^NNNN  fY 56 7     ! fY &M9Q2R(SST U!!!!!!!r$